Bangladesh Institute of Development Studies, Dhaka, Bangladesh.
Department of Economics, University of Dhaka, Dhaka, Bangladesh.
PLoS One. 2022 Jun 8;17(6):e0269634. doi: 10.1371/journal.pone.0269634. eCollection 2022.
This study investigated the reliability and factorial validity of Patient Health Questionnaire-9 (PHQ-9) in the context of university students in Bangladesh. The research aimed to assess whether the original one-dimensional model or a model containing both somatic and cognitive-emotional factors is appropriate in the case of a sample of university students. A repeated cross-sectional survey design based on convenience sampling was used to collect data from 677 university students from both public and private universities. The factor structure of the PHQ-9 was assessed using confirmatory factor analysis (CFA). Measurement invariances were assessed across gender, type of university, level of education and victim of domestic violence. Its convergent validity was determined by investigating its correlations with Generalized Anxiety Disorder-7 (GAD-7) and Patient Health Questionnaire Anxiety-Depression Scale (PHQ-ADS). Results showed excellent reliability of PHQ-9 as measured by both Cronbach's α and McDonald's ω. CFA suggested that a modified one-factor model where the error variances between item-3 ('sleeping difficulties') and item-6 ('feeling as a failure'), item-6 and item-9 ('suicidal thoughts'), item-4 ('feeling tired') and item-9, item-3 and item-9 were allowed to covary is appropriate for the sample. This model provided high values of comparative fit index (CFI), goodness of fit index (GFI), and Tucker Lewis Index (TLI), low value of standardized root mean square residual (SRMR) and a non-significant root mean square error of approximation (RMSEA) as well as a high Factor Determinacy Score Coefficient. Correlation between PHQ-9 and GAD-7 was 0.751 and 0.934 between PHQ-9 and PHQ-ADS. Finally, the model is strictly invariant across gender and university type. Overall, the study provided support for modified unidimensional structure for PHQ-9 and showed high internal consistency along with good convergent validity.
本研究旨在探讨孟加拉国大学生群体中,患者健康问卷-9(PHQ-9)的信度和因子结构效度。研究旨在评估对于大学生样本,原始的一维模型或包含躯体和认知-情绪因素的模型是否合适。采用基于方便抽样的重复横断面调查设计,从公立和私立大学共收集了 677 名大学生的数据。使用验证性因子分析(CFA)评估 PHQ-9 的因子结构。在性别、大学类型、教育程度和家庭暴力受害者之间评估测量不变性。通过调查与广泛性焦虑障碍-7 量表(GAD-7)和患者健康问卷焦虑抑郁量表(PHQ-ADS)的相关性来确定其聚合效度。结果显示,PHQ-9 的 Cronbach's α 和 McDonald's ω 均具有极好的信度。CFA 表明,允许项目 3(“睡眠困难”)和项目 6(“感觉失败”)、项目 6 和项目 9、项目 4(“疲倦感”)和项目 9、项目 3 和项目 9 之间的误差方差协变的修正单因素模型适合该样本。该模型提供了较高的比较拟合指数(CFI)、拟合良好指数(GFI)和 Tucker-Lewis 指数(TLI)、较低的标准化均方根残差(SRMR)和非显著的近似均方根误差(RMSEA)以及较高的因子确定性得分系数。PHQ-9 与 GAD-7 之间的相关性为 0.751,与 PHQ-ADS 之间的相关性为 0.934。最后,该模型在性别和大学类型上具有严格的不变性。总体而言,该研究支持 PHQ-9 的修正单维结构,并显示出较高的内部一致性和良好的聚合效度。